3 lessons
Parallelism Strategies for Serving
What to do when a model doesn't fit on one GPU — splitting the model itself, not just the batch, across multiple accelerators.
Hardware and Cost Modeling
What actually differs between accelerators, and how to turn latency and throughput numbers into a defensible cost-per-token figure.
Designing a Production Inference System
Pulling every technique in this course into a single worked decision process for a real deployment.